Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-20 0.245017 0.273745 0.306029 0.345313 0.392260 0.447126 0.516947
2025-07-27 0.210628 0.251555 0.302385 0.371686 0.466270 0.595017 0.791636
2025-08-03 0.184527 0.230726 0.292311 0.383745 0.522565 0.738281 1.130916
2025-08-10 0.162436 0.209715 0.275999 0.380855 0.553922 0.854447 1.497537
2025-08-17 0.141297 0.186259 0.251425 0.359052 0.547492 0.902942 1.769834
2025-08-24 0.126738 0.170076 0.234726 0.345664 0.550687 0.969266 2.137194
2025-08-31 0.116944 0.159622 0.225077 0.341700 0.569337 1.074649 2.719366
2025-09-07 0.109738 0.152204 0.219076 0.342655 0.597435 1.214847 3.612938
2025-09-14 0.100799 0.141203 0.205886 0.328230 0.589627 1.261909 4.236887
2025-09-21 0.093510 0.132189 0.195059 0.316578 0.585157 1.317394 5.035391
2025-09-28 0.088383 0.126224 0.188796 0.312775 0.597842 1.431768 6.507252
2025-10-05 0.087830 0.127632 0.195415 0.335665 0.681954 1.840319 12.393460
2025-10-12 0.086492 0.127791 0.200153 0.356440 0.771658 2.383406 28.666516
2025-10-19 0.084489 0.126676 0.202495 0.372788 0.857796 3.051877 88.838294
2025-10-26 0.081769 0.124070 0.201695 0.381855 0.926850 3.773387 482.403708
2025-11-02 0.077964 0.119230 0.196012 0.378194 0.952793 4.290994 9614.391113
2025-11-09 0.072694 0.111415 0.183738 0.356413 0.907558 4.212109 249214.530236
2025-11-16 0.068681 0.105668 0.175224 0.343118 0.890472 4.366184 NaN
2025-11-23 0.065886 0.101986 0.170607 0.339183 0.908042 4.889905 NaN
2025-11-30 0.063756 0.099395 0.168006 0.340124 0.945821 5.753846 NaN
2025-12-07 0.060448 0.094432 0.160101 0.325850 0.916459 5.791657 NaN
2025-12-14 0.057594 0.090194 0.153462 0.314318 0.896087 5.933207 NaN
2025-12-21 0.055586 0.087450 0.149806 0.310553 0.908865 6.609433 NaN